AI-powered agricultural monitoring service using drone imagery to track plant health and generate farming advice.
HAL24K's AGRI platform processes drone imagery to monitor crop health across thousands of farm sites. When they needed to expand into soil carbon and soil life monitoring, the challenge was building data visualization interfaces that could handle massive geospatial datasets while remaining useful to farmers without technical backgrounds. We built React dashboards with Redux for state management, integrated mapping libraries for field-level visualization, implemented real-time data streaming from drone processing pipelines, and created an interactive reporting system. All wrapped in a Storybook-documented component library for long-term maintainability.
“The agricultural monitoring dashboards they built are used daily by hundreds of farmers. The team delivered complex data visualizations that feel simple to use.”